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### Reference Images

Generate from text alone, or select **Reference Images** for editing and composition. In main-scene mode (`KI`), the first reference is the scene to edit; subsequent images supply subjects. In subject mode (`I`), describe the desired scene and the role of each selected image. Keep background removal off when the whole reference matters.zx References: KI uses scene first, then subjects; I uses subjects. Number references in selection order and assign roles.z

ú zimage editingzidentity preservationz*https://github.com/black-forest-labs/flux2Ú
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**DreamOmni2** uses references for unified image editing and subject/style-guided composition. Describe the requested concept concretely and identify what each reference contributes.z3 DreamOmni2: assign subject/style roles explicitly.zstyle transferz,https://github.com/dvlab-research/DreamOmni2Úflux_dev_umozõUse **Reference Images** to place one or several subjects in a new composition. Describe their relationships and actions, and identify each subject by its visible appearance. The references supply subjects rather than a first frame to reproduce.z`UMO: ordered subject references + description of the new composition, relationships and actions.un   

For UMO, prefer a description of the finished scene over an editing command. Start around 768â€“1024 pixels.ua    UMO: describe the finished scene rather than writing an edit command; start around 768â€“1024px.z https://github.com/bytedance/UMOÚflux_dev_usozUSO Subject and Style TransferaL  Choose **Reference Images / Style Images** carefully: in subject-and-style mode (`KI`), the first image supplies the subject and the next one or two supply style. In style-only mode (`KIJ`), up to two images supply style. Describe the new composition in the prompt. Reference Relative Size adjusts how much image detail is supplied.zrUSO: KI = subject first, then up to two styles; KIJ = up to two styles only. Prompt describes the new composition.zü

For a new scene, describe the subject acting in that scene. For a style change that retains composition, use an instruction such as `Transform the image into a watercolor style; preserve its layout.` Match the reference framing to the desired result.zw USO: descriptive prompt for a new scene; a style-transform instruction for preserving layout. Match reference framing.z https://github.com/bytedance/USOÚflux_chromazChroma Image Generationz¥

Use the **Negative Prompt** for unwanted visual content. Chroma Radiance is a separate text-to-image variant; it does not expose Kontext's reference-image editing.zg Chroma supports a negative prompt. Radiance is text-to-image; do not assume Kontext reference editing.z,https://huggingface.co/lodestones/Chroma1-HDz2https://huggingface.co/lodestones/Chroma1-RadianceÚinpaint_supportzõ

### Local Edits

**Image Inpainting** combines a source image, mask and prompt. Describe what should replace the masked region. Where offered, **Masked Denoising** can reuse source detail, while **LanPaint** spends more time refining the edit.zO Inpainting: source + mask + replacement description; LanPaint costs more time.zimage inpaintingr	   )
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